{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "上证指数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 获取上证指数的历史数据\n",
    "index_data = ak.stock_zh_index_daily(symbol=\"sh000001\")\n",
    "\n",
    "# 确保日期列为日期格式\n",
    "index_data['date'] = pd.to_datetime(index_data['date'])\n",
    "\n",
    "# 筛选最近十年的数据\n",
    "index_data = index_data[index_data['date'] >= (index_data['date'].max() - pd.DateOffset(years=10))]\n",
    "\n",
    "# 绘制上证指数收盘价曲线\n",
    "plt.figure(figsize=(20, 6))\n",
    "plt.plot(index_data['date'], index_data[\"close\"], label='上证指数收盘价', color='blue', linewidth=0.5, alpha=0.7)\n",
    "\n",
    "# 设置标题和标签\n",
    "plt.title(\"上证指数最近十年走势\", fontsize=16)\n",
    "plt.xlabel(\"日期\", fontsize=12)\n",
    "plt.ylabel(\"收盘价\", fontsize=12)\n",
    "\n",
    "# 设置 X 轴刻度为每月\n",
    "plt.gca().set_xticks(index_data['date'][::30])  # 每隔30个数据点显示一次刻度\n",
    "plt.gca().xaxis.set_major_formatter(plt.matplotlib.dates.DateFormatter(\"%Y-%m\"))\n",
    "plt.gca().tick_params(axis='x', labelrotation=45)\n",
    "\n",
    "# 添加网格和图例\n",
    "plt.grid(alpha=0.3)\n",
    "plt.legend()\n",
    "plt.xticks(rotation=90)\n",
    "\n",
    "# 显示图表\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "上证指数和pmi的对比曲线\n",
    "pmi 是什么？ 是经济指标\n",
    "\n",
    "官方 pmi 和 财新pmi，公布时间官方pmi是每个月最后一天9:30，财新pmi是每个月第2天（一般情况）。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "'中国官方制造业PMI'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Python311\\Lib\\site-packages\\pandas\\core\\indexes\\base.py:3805\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   3804\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 3805\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   3806\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n",
      "File \u001b[1;32mindex.pyx:167\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "File \u001b[1;32mindex.pyx:196\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "File \u001b[1;32mpandas\\\\_libs\\\\hashtable_class_helper.pxi:7081\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "File \u001b[1;32mpandas\\\\_libs\\\\hashtable_class_helper.pxi:7089\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;31mKeyError\u001b[0m: '中国官方制造业PMI'",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[6], line 34\u001b[0m\n\u001b[0;32m     32\u001b[0m \u001b[38;5;66;03m# PMI曲线 (右轴)\u001b[39;00m\n\u001b[0;32m     33\u001b[0m ax2 \u001b[38;5;241m=\u001b[39m ax1\u001b[38;5;241m.\u001b[39mtwinx()\n\u001b[1;32m---> 34\u001b[0m ax2\u001b[38;5;241m.\u001b[39mplot(pmi_data[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m日期\u001b[39m\u001b[38;5;124m'\u001b[39m], \u001b[43mpmi_data\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m中国官方制造业PMI\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m中国官方制造业PMI\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mred\u001b[39m\u001b[38;5;124m'\u001b[39m, linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1.5\u001b[39m, alpha\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.8\u001b[39m)\n\u001b[0;32m     35\u001b[0m ax2\u001b[38;5;241m.\u001b[39mset_ylabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m中国官方制造业PMI\u001b[39m\u001b[38;5;124m\"\u001b[39m, fontsize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m12\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mred\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m     36\u001b[0m ax2\u001b[38;5;241m.\u001b[39mtick_params(axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m, labelcolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mred\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
      "File \u001b[1;32mc:\\Python311\\Lib\\site-packages\\pandas\\core\\frame.py:4102\u001b[0m, in \u001b[0;36mDataFrame.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   4100\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolumns\u001b[38;5;241m.\u001b[39mnlevels \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m   4101\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_getitem_multilevel(key)\n\u001b[1;32m-> 4102\u001b[0m indexer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   4103\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(indexer):\n\u001b[0;32m   4104\u001b[0m     indexer \u001b[38;5;241m=\u001b[39m [indexer]\n",
      "File \u001b[1;32mc:\\Python311\\Lib\\site-packages\\pandas\\core\\indexes\\base.py:3812\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   3807\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(casted_key, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m (\n\u001b[0;32m   3808\u001b[0m         \u001b[38;5;28misinstance\u001b[39m(casted_key, abc\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[0;32m   3809\u001b[0m         \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28many\u001b[39m(\u001b[38;5;28misinstance\u001b[39m(x, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m casted_key)\n\u001b[0;32m   3810\u001b[0m     ):\n\u001b[0;32m   3811\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m InvalidIndexError(key)\n\u001b[1;32m-> 3812\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[0;32m   3813\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[0;32m   3814\u001b[0m     \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[0;32m   3815\u001b[0m     \u001b[38;5;66;03m#  InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[0;32m   3816\u001b[0m     \u001b[38;5;66;03m#  the TypeError.\u001b[39;00m\n\u001b[0;32m   3817\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n",
      "\u001b[1;31mKeyError\u001b[0m: '中国官方制造业PMI'"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 2000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 获取上证指数的历史数据\n",
    "index_data = ak.stock_zh_index_daily(symbol=\"sh000001\")\n",
    "\n",
    "# 确保日期列为日期格式\n",
    "index_data['date'] = pd.to_datetime(index_data['date'])\n",
    "\n",
    "# 筛选最近十年的数据\n",
    "index_data = index_data[index_data['date'] >= (index_data['date'].max() - pd.DateOffset(years=10))]\n",
    "\n",
    "# 获取官方制造业PMI数据\n",
    "pmi_data = ak.macro_china_pmi()\n",
    "pmi_data['日期'] = pd.to_datetime(pmi_data['日期'])  # 确保日期格式一致\n",
    "pmi_data = pmi_data[pmi_data['日期'] >= index_data['date'].min()]  # 筛选相同时间范围的数据\n",
    "\n",
    "# 绘制图表\n",
    "fig, ax1 = plt.subplots(figsize=(20, 6))\n",
    "\n",
    "# 上证指数曲线 (左轴)\n",
    "ax1.plot(index_data['date'], index_data[\"close\"], label='上证指数收盘价', color='blue', linewidth=0.5, alpha=0.7)\n",
    "ax1.set_xlabel(\"日期\", fontsize=12)\n",
    "ax1.set_ylabel(\"收盘价\", fontsize=12, color='blue')\n",
    "ax1.tick_params(axis='y', labelcolor='blue')\n",
    "ax1.grid(alpha=0.3)\n",
    "\n",
    "# PMI曲线 (右轴)\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(pmi_data['日期'], pmi_data['制造业PMI'], label='制造业PMI', color='red', linewidth=1.5, alpha=0.8)\n",
    "ax2.set_ylabel(\"制造业PMI\", fontsize=12, color='red')\n",
    "ax2.tick_params(axis='y', labelcolor='red')\n",
    "\n",
    "# 保持原来的 x 轴刻度设置\n",
    "ax1.xaxis.set_major_formatter(plt.matplotlib.dates.DateFormatter(\"%Y-%m\"))\n",
    "ax1.set_xticks(index_data['date'][::30])  # 不修改原来的刻度\n",
    "ax1.tick_params(axis='x', labelrotation=45)\n",
    "\n",
    "# 标题和图例\n",
    "fig.suptitle(\"上证指数与制造业PMI对比（最近十年）\", fontsize=16)\n",
    "ax1.legend(loc='upper left')\n",
    "ax2.legend(loc='upper right')\n",
    "\n",
    "# 显示图表\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
